Probabilistic framework with Bayesian optimization for predicting typhoon-induced dynamic responses of a long-span bridge YM Zhang, H Wang, JX Mao, ZD Xu, YF Zhang Journal of Structural Engineering 147 (1), 04020297, 2021 | 89 | 2021 |
Modeling and forecasting of temperature-induced strain of a long-span bridge using an improved Bayesian dynamic linear model H Wang, YM Zhang, JX Mao, HP Wan, TY Tao, QX Zhu Engineering Structures 192, 220-232, 2019 | 86 | 2019 |
A probabilistic approach for short-term prediction of wind gust speed using ensemble learning H Wang, YM Zhang, JX Mao, HP Wan Journal of Wind Engineering and Industrial Aerodynamics 202, 104198, 2020 | 68 | 2020 |
Anomaly detection of structural health monitoring data using the maximum likelihood estimation-based Bayesian dynamic linear model YM Zhang, H Wang, HP Wan, JX Mao, YC Xu Structural Health Monitoring 20 (6), 2936-2952, 2021 | 66 | 2021 |
Bayesian dynamic regression for reconstructing missing data in structural health monitoring YM Zhang, H Wang, Y Bai, JX Mao, YC Xu Structural Health Monitoring 21 (5), 2097-2115, 2022 | 58 | 2022 |
Sparse Gaussian process regression for multi-step ahead forecasting of wind gusts combining numerical weather predictions and on-site measurements H Wang, YM Zhang, JX Mao Journal of Wind Engineering and Industrial Aerodynamics 220, 104873, 2022 | 53 | 2022 |
Investigation of temperature effects on steel-truss bridge based on long-term monitoring data: case study QX Zhu, H Wang, JX Mao, HP Wan, WZ Zheng, YM Zhang Journal of Bridge Engineering 25 (9), 05020007, 2020 | 38 | 2020 |
Multi-head attention-based probabilistic CNN-BiLSTM for day-ahead wind speed forecasting YM Zhang, H Wang Energy 278, 127865, 2023 | 31 | 2023 |
Switching Bayesian dynamic linear model for condition assessment of bridge expansion joints using structural health monitoring data YM Zhang, H Wang, Y Bai, JX Mao, XY Chang, LB Wang Mechanical Systems and Signal Processing 160, 107879, 2021 | 26 | 2021 |
Monitoring-based analysis of wind-induced vibrations of ultra-long stay cables during an exceptional wind event H Zhang, H Wang, ZD Xu, YM Zhang, TY Tao, JX Mao Journal of Wind Engineering and Industrial Aerodynamics 221, 104883, 2022 | 25 | 2022 |
Bayesian Operational Modal Analysis with Genetic Optimization for Structural Health Monitoring of the Long-Span Bridge JX Mao, CY Yang, H Wang, YM Zhang, H Lu International Journal of Structural Stability and Dynamics 22 (05), 2250051, 2022 | 21 | 2022 |
Monitoring-based assessment of the construction influence of Benoto pile on adjacent high-speed railway bridge: case study YM Zhang, H Wang, JX Mao, FQ Wang, ST Hu, XX Zhao Journal of Performance of Constructed Facilities 33 (1), 04018106, 2019 | 15 | 2019 |
An adaptive multi-taper spectral estimation for stationary processes YM Zhang, Z Huang, Y Xia Mechanical Systems and Signal Processing 183, 109629, 2023 | 14 | 2023 |
Bayesian prediction of tunnel convergence combining empirical model and relevance vector machine X Chang, H Wang, YM Zhang, F Wang, Z Li Measurement 188, 110621, 2022 | 13 | 2022 |
A novel acceleration-based approach for monitoring the long-term displacement of bridge cables H Zhang, J Mao, H Wang, X Zhu, YM Zhang, H Gao, Y Ni, Z Hai International Journal of Structural Stability and Dynamics, 2022 | 8 | 2022 |
A Bayesian neural network approach for probabilistic model updating using incomplete modal data YM Zhang, H Wang, JX Mao Structural Control and Health Monitoring, e3030, 2022 | 6 | 2022 |
Geometric forming and mechanical performance of reciprocal frame structures assembled using fibre reinforced composites CP Chea, Y Bai, Y Fang, YM Zhang Engineering Structures 250, 113420, 2022 | 6 | 2022 |
Back analysis of rock mass parameters in tunnel engineering using machine learning techniques X Chang, H Wang, YM Zhang Computers and Geotechnics 163, 105738, 2023 | 3 | 2023 |
Inversion Analysis of Mechanical Parameters of Surrounding Rock in High-speed Railway Tunnel H Wang, XY Chang, YM Zhang, RJ Liang, FQ Wang, L Tao, ZZ Li Journal of Railway Engineering Society, 2020 | 3* | 2020 |
An improved multi-taper S-transform method to estimate evolutionary spectrum and time-varying coherence of nonstationary processes YM Zhang, Z Huang, Y Xia Mechanical Systems and Signal Processing 198, 110386, 2023 | 2 | 2023 |